Pith Number

pith:6PQE6RGL

pith:2024:6PQE6RGLPWWSFGGFVBFKOYKZAB

not attested not anchored not stored refs pending

Enhancing Cognitive Workload Classification Using Integrated LSTM Layers and CNNs for fNIRS Data Analysis

Adetokunbo Arogbonlo, Adnan Anwar, Asim Bhatti, Chee Peng Lim, Houshyar Asadi, Mehshan Ahmed Khan, Mohammad Reza Chalak Qazani, Saeid Nahavandi, Siamak Pedrammehr

arxiv:2407.15901 v2 · 2024-07-22 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6PQE6RGLPWWSFGGFVBFKOYKZAB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-23T02:13:12.907663Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3e04f44cb7dad2298c5a84aa7615900479b197b497f42480eb1eb9c96788c76

Aliases

arxiv: 2407.15901 · arxiv_version: 2407.15901v2 · doi: 10.48550/arxiv.2407.15901 · pith_short_12: 6PQE6RGLPWWS · pith_short_16: 6PQE6RGLPWWSFGGF · pith_short_8: 6PQE6RGL

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/6PQE6RGLPWWSFGGFVBFKOYKZAB \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: f3e04f44cb7dad2298c5a84aa7615900479b197b497f42480eb1eb9c96788c76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ed6be324326e020e5e1673e4e98453573582b0b4dab96aee32a42c0f1268a48",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-22T11:28:34Z",
    "title_canon_sha256": "1c570864c4411294ad43212dcaa631c05ce12f442fe0bb64253721f7517a89e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15901",
    "kind": "arxiv",
    "version": 2
  }
}